Loubna Benabbou
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Cahiers du GERAD
Mar 2024
Efficiently solving a vehicle routing problem (\(\mathcal{VRP}\)) in a practical runtime is a critical challenge for delivery management companies. This pa...
Articles
Jul 2023
Badre Labiad, Abdelaziz Berrado, and Loubna Benabbou
International Journal of Advances in Intelligent Informatics, 9(2), 218–230, 2023
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Jul 2023
Sara El Mekkaoui, Loubna Benabbou, Stéphane Caron, and Abdelaziz Berrado
Journal of Marine Science and Engineering, 11(1), Paper no: 191, 2023
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Mar 2023
Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado
Flexible Services and Manufacturing Journal, 35(1), 5–28, 2023
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Nov 2022
Mohamed-Iliasse Mahraz, Loubna Benabbou, and Abdelaziz Berrado
International Journal of Supply and Operations Management, 9(4), 398–416, 2022
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May 2022
Hakim Bouayad, Loubna Benabbou, and Abdelaziz Berrado
International Journal of Supply and Operations Management, 9(2), 126–148, 2022
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Feb 2022
Noucaiba Sbai, Loubna Benabbou, and Abdelaziz Berrado
International Journal of Supply and Operations Management, 9(1), 108–125, 2022
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Jul 2021
Hakim Bouayad, Loubna Benabbou, and Abdelaziz Berrado
International Journal of Information System Modeling and Design, 12(3), 1–26, 2021
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Feb 2021
Afaf Haial, Loubna Benabbou, and Abdelaziz Berrado
International Journal of Environmental Research and Public Health, 18(4), Paper no: 2096, 2021
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Proceedings
May 2024
Maryam Chafiq, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, and Abdelaziz Berrado
2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET), Fez, Morocco, 1–11, 2024
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Apr 2024
Samira Abousaid, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelaziz Berrado, and Hicham Bouzekri
International Conference on Electrical Systems & Automation (ICESA2023), Springer, Cham, Al Hoceïma, Morocco, 59–67, 2024
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Nov 2023
Souhaila Chiguer, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, and Abdelaziz Berrado
2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA), Casablanca, Morocco , 2023
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Jul 2023
What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?
Oussama Boussif, Ghait Boukachab, Dan Assouline, Stefano Massaroli, Tianle Yuan, Loubna Benabbou, and Yoshua Bengio
The Synergy of Scientific and Machine Learning Modelling (SynS & ML) Workshop, 2023
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Jul 2023
A Deep learning based vessel arrivals monitoring via autoregressive statistical control charts for low-carbon shipping
Sara El Mekkaoui, Loubna Benabbou, Stéphane Caron, and Abdelaziz Berrado
World Conference on Transport Research - WCTR 2023, Montréal, Canada, 2023
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Jun 2023
Context-aware solar irradiance forecasting using deep learning and satellite images
Dan Assouline, Oussama Boussif, Loubna Benabbou, and Yoshua Bengio
MSOM 2023, Montréal, Canada, 2023
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Jun 2023
Prédiction de la vitesse des navires basée sur l'apprentissage profond pour la gestion intelligente du trafic maritime au Saint-Laurent
Sara El Mekkaoui, Loubna Benabbou, Stéphane Caron, and Abdelaziz Berrado
Congrès RQM: Avenir maritime, 2023
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Jun 2023
Modèles à base d’apprentissage profond pour la prédiction de l’ETA des navires dans le fleuve du Saint-Laurent
Ismail Bourzak, Loubna Benabbou, Stéphane Caron, and Abdelaziz Berrado
Congrès RQM: Avenir maritime, 2023
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May 2023
Saad Benbrahim, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Hicham Bouzekri, and Abdelaziz Berrado
2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA), Casablanca, Morocco, 1–8, 2023
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Nov 2022
MAgNet: Mesh Agnostic Neural PDE Solver
Oussama Boussif, Dan Assouline, Loubna Benabbou, and Yoshua Bengio
36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, États-Unis, 2022
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Jun 2022
Mouhcine Laaroussi, Loubna Benabbou, Mustapha Ouhimmou, Foroogh Abasian, and Samir Haddad
IFAC-PapersOnLine, 55(10), Nantes, France, 1447–1452, 2022
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Jun 2022
Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado
IFAC-PapersOnLine, 55(10), Nantes, France, 3172–3177, 2022
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Mar 2022
Badre Labiad, Loubna Benabbou, and Abdelaziz Berrado
Proceedings of the International Conference on Industrial Engineering and Operations Management, Istanbul, Turkey, 2022
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Mar 2022
Sara El Mekkaoui, Abdelaziz Berrado, and Loubna Benabbou
Proceedings of the International Conference on Industrial Engineering and Operations Management, Istanbul, Turkey, 2022
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Mar 2022
Saad El Marjani, Safae Er-Rbib, and Loubna Benabbou
Proceedings of the International Conference on Industrial Engineering and Operations Management, Istanbul, Turkey, 2022
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Aug 2021
Machine Learning based Approach for Predicting Vessels Estimated Time of Arrivals
Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado
Forum Diversity and Inclusion in AI à IJCAI 2021, Montréal, Canada, 2021
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Jun 2021
Machine Learning Models for Variability Control: The Case of the Wood Industry
Ilyas Rahhali, Loubna Benabbou, Sébastien Fillion, and Foroogh Abasian
2021 CORS Annual Conference, 2021
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May 2021
Démarche d’excellence opérationnelle dans les processus de production dans un environnement de données massives
Loubna Benabbou
88e Congrès de l’Acfas, 2021
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May 2021
La transformation digitale de la chaîne d’approvisionnement
Mohamed-Iliasse Mahraz, Loubna Benabbou, and Abdelaziz Berrado
CIGI/Qualita 2021, Grenoble, France, 2021
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May 2021
Segmentation et caractérisation de la demande des magasins magasins de détail. Cas des produits cosmétiques
Mouhcine Laaroussi, Julio Cesar Montecino, Loubna Benabbou, and Mustapha Ouhimmou
CIGI/Qualita 2021, Grenoble, France, 2021
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Mar 2021
Systematic Literature Reviews in Supply chain resilience: A Systematic Literature Review
Dario Sambizi, Loubna Benabbou, and Bruno Urli
Proceedings of the 11th Annual International Conference on Industrial Engineering and Operations Management, Singapore, 327–340, 2021
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Dec 2020
A Way Toward Low-Carbon Shipping: Improving Port Operations Planning using Machine Learning
Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado
AICC Workshop, The 34rd Neural Information Processing Systems (NeurIPS 2020), 2020
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Nov 2013
L’analyse multicritère : un outil puissant pour le développement durable
Anissa Frini and Loubna Benabbou
Actes du workshop optimisation des systèmes, amélioration continue et transformation des entreprises, 8 pages, 2013
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